{"id":"W4229045782","doi":"10.1055/s-0042-1745306","title":"COMPARING OUTCOMES OF ERCP UNDER CONSCIOUS SEDATION TO GENERAL ANESTHESIA","year":2022,"lang":"en","type":"article","venue":"Endoscopy","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Sedation; Context (archaeology); Perforation; Anesthesia; Pancreatitis; Standard of care; Anesthesiology; Endoscopic retrograde cholangiopancreatography; General surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013505,0.00009814776,0.0002971561,0.0001081581,0.0001003258,0.000005280528,0.00009168222,0.0000191792,0.0005905532],"category_scores_gemma":[0.00001868535,0.00008918637,0.00006281884,0.0001667049,0.00003044072,0.00003358655,0.00004199954,0.000103717,0.00004719481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007740543,"about_ca_system_score_gemma":0.00005807674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001058164,"about_ca_topic_score_gemma":0.000005003685,"domain_scores_codex":[0.9991112,0.00007506087,0.0001983521,0.0001662479,0.000292973,0.0001561838],"domain_scores_gemma":[0.9995657,0.00004579802,0.00006551943,0.000200222,0.00003663874,0.00008609431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001659277,0.0001536554,0.9819447,0.00001464342,0.00005825457,0.00007339413,0.000753522,0.0005645987,0.01159076,0.001974214,0.002568058,0.0001382203],"study_design_scores_gemma":[0.001511555,0.0004260058,0.9770881,0.00001168262,0.0000674671,0.00006924572,0.0007674655,0.0005011985,0.009852253,0.0001144804,0.009465132,0.0001254083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957232,0.00003253889,0.0005974646,0.002173947,0.00006079977,0.0002900523,0.000001919209,0.00003722348,0.001082856],"genre_scores_gemma":[0.9921132,0.000001842761,0.002393349,0.003309318,0.00003082786,0.00003377199,0.00004152014,0.00001651978,0.0020597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006897074,"threshold_uncertainty_score":0.6466143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04115593246151173,"score_gpt":0.3148874154807267,"score_spread":0.273731483019215,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}